https://aiweekly.co/alerts/icml-2026-paper-argues-llms-must-optimize-for-self-consistency AI Weekly en 2026-08-09T06:12:01+00:00 ICML 2026 paper argues LLMs must optimize for self-consistency https://aiweekly.co/alerts/constraint-first-prompting-lifts-llm-math-accuracy-on-aime AI Weekly en 2026-08-09T06:12:01+00:00 Constraint-First prompting lifts LLM math accuracy on AIME https://aiweekly.co/alerts/gst-bench-top-vlm-scores-4268-vs-human-7908-on-video-maps AI Weekly en 2026-08-09T03:54:42+00:00 GST-Bench: top VLM scores 42.68 vs human 79.08 on video maps https://aiweekly.co/alerts/activity-frames-model-free-agent-memory-at-984-accuracy AI Weekly en 2026-08-09T03:54:42+00:00 Activity Frames: model-free agent memory at 98.4% accuracy https://aiweekly.co/alerts/hugging-face-team-argues-against-fully-autonomous-ai-agents AI Weekly en 2026-08-09T03:12:01+00:00 Hugging Face team argues against fully autonomous AI agents 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https://aiweekly.co/alerts/openai-acquires-presentation-startup-nextslide-for-chatgpt AI Weekly en 2026-08-09T00:34:29+00:00 OpenAI Acquires Presentation Startup NextSlide for ChatGPT https://aiweekly.co/alerts/suskind-warns-chatbot-free-childhood-will-be-a-status-symbol AI Weekly en 2026-08-09T00:12:01+00:00 Suskind warns chatbot-free childhood will be a status symbol https://aiweekly.co/alerts/anthropic-arr-jumps-to-44b-as-model-labs-grab-the-margin AI Weekly en 2026-08-09T00:12:01+00:00 Anthropic ARR Jumps to $44B as Model Labs Grab the Margin https://aiweekly.co/alerts/harvey-nears-500m-round-at-155b-lightspeed-circling AI Weekly en 2026-08-08T23:00:58+00:00 Harvey Nears $500M Round at $15.5B, Lightspeed Circling https://aiweekly.co/alerts/denmark-adds-oral-defenses-to-upper-secondary-exams-to-curb-ai-cheating AI Weekly en 2026-08-08T21:31:09+00:00 Denmark Adds Oral Defenses to Upper-Secondary Exams to Curb AI Cheating 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Weekly en 2026-08-08T16:59:17+00:00 Amazon backs 7.65 GW off-grid Texas gas plant for AI campus https://aiweekly.co/alerts/osreward-frontier-vlm-judges-overrate-agent-success AI Weekly en 2026-08-08T15:55:05+00:00 OSReward: frontier VLM judges overrate agent success https://aiweekly.co/alerts/interpretable-meg-decoder-hits-3975-on-1005-speech-clips AI Weekly en 2026-08-08T15:55:05+00:00 Interpretable MEG decoder hits 39.75% on 1,005 speech clips https://aiweekly.co/alerts/envace-trains-llm-agents-by-rehearsing-environments-in-weights AI Weekly en 2026-08-08T15:55:05+00:00 EnvACE trains LLM agents by rehearsing environments in-weights https://aiweekly.co/alerts/eccv-2026-paper-vision-encoders-fingerprint-the-camera AI Weekly en 2026-08-08T15:55:05+00:00 ECCV 2026 paper: vision encoders fingerprint the camera https://aiweekly.co/alerts/mameloshnlm-8b-yiddish-model-built-on-llama-31-lands-at-colm AI Weekly en 2026-08-08T15:55:05+00:00 MameLoshnLM: 8B Yiddish model built on Llama 3.1 lands 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